Evidence map›Paper›PMID 36878964›Full record

ArticleMolecular psychiatry2023

Towards precision medicine for anxiety disorders: objective assessment, risk prediction, pharmacogenomics, and repurposed drugs.

K Roseberry, H Le-Niculescu, D F Levey, R Bhagar, K Soe, J Rogers, S Palkowitz, N Pina, W A Anastasiadis, S S Gill and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Molecular psychiatry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
4.6field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 23 citations in OpenAlex.

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  7. Single-Nucleus RNA Sequencing Reveals That Gabra6Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
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  14. The definition of treatment resistance in anxiety disorders: a Delphi method-based consensus guideline.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2024
    Article
  15. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 6 institutions in 1 country.

K Roseberry *Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
H Le-Niculescu *Department of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.ORCID 0000-0002-2530-5789
D F LeveyDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.ORCID 0000-0001-8431-9569
R BhagarDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
K SoeDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
J RogersDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
S PalkowitzDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
N PinaDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
W A AnastasiadisDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.ORCID 0000-0002-1586-2282
S S GillDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.ORCID 0000-0001-8160-3839
S M KurianScripps Health and Department of Molecular Medicine, Scripps Research, La Jolla, CA, USA.
A ShekharDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA.
A B NiculescuDepartment of Psychiatry, Indiana University School of Medicine, Indianapolis, IN, USA. anicules@iupui.edu.
Indiana University School of MedicineRichard L. Roudebush VA Medical Center · USCincinnati Children's Hospital Medical Center · USScripps Health · USUniversity of Pittsburgh · USYale University · US

Funding

Biomarkers for SuicidalityR01MH117431 · NIMH · INDIANA UNIVERSITY INDIANAPOLIS · PI NICULESCU, ALEXANDER B · 2019 to 2023
$2.0M
Mood State Blood Biomarkers: A Discovery-Based ApproachI01CX000139 · VA · RLR VA MEDICAL CENTER · PI NICULESCU, ALEXANDER B · 2009 to 2017
–
CSRD VA I01 CX000139CSRD VA I01 CX002094NIMH NIH HHS R01 MH117431
6 · The paper itself

Abstract

Anxiety disorders are increasingly prevalent, affect people's ability to do things, and decrease quality of life. Due to lack of objective tests, they are underdiagnosed and sub-optimally treated, resulting in adverse life events and/or addictions. We endeavored to discover blood biomarkers for anxiety, using a four-step approach. First, we used a longitudinal within-subject design in individuals with psychiatric disorders to discover blood gene expression changes between self-reported low anxiety and high anxiety states. Second, we prioritized the list of candidate biomarkers with a Convergent Functional Genomics approach using other evidence in the field. Third, we validated our top biomarkers from discovery and prioritization in an independent cohort of psychiatric subjects with clinically severe anxiety. Fourth, we tested these candidate biomarkers for clinical utility, i.e. ability to predict anxiety severity state, and future clinical worsening (hospitalizations with anxiety as a contributory cause), in another independent cohort of psychiatric subjects. We showed increased accuracy of individual biomarkers with a personalized approach, by gender and diagnosis, particularly in women. The biomarkers with the best overall evidence were GAD1, NTRK3, ADRA2A, FZD10, GRK4, and SLC6A4. Finally, we identified which of our biomarkers are targets of existing drugs (such as a valproate, omega-3 fatty acids, fluoxetine, lithium, sertraline, benzodiazepines, and ketamine), and thus can be used to match patients to medications and measure response to treatment. We also used our biomarker gene expression signature to identify drugs that could be repurposed for treating anxiety, such as estradiol, pirenperone, loperamide, and disopyramide. Given the detrimental impact of untreated anxiety, the current lack of objective measures to guide treatment, and the addiction potential of existing benzodiazepines-based anxiety medications, there is a urgent need for more precise and personalized approaches like the one we developed.

Indexed as

PharmacogeneticsPrecision MedicineAnxiety DisordersBenzodiazepinesBiomarkersFemaleHumansQuality of LifeRisk AssessmentSerotonin Plasma Membrane Transport ProteinsBenzodiazepinesBiomarkersSerotonin Plasma Membrane Transport ProteinsSLC6A4 protein, human

Identifiers

PMID36878964
PMCPMC10615756
OpenAlexW4323321681

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.